Convolutional Neural Networks as a Model of the Visual System: Past, Present, and Future

20 January 2020

Papers citing "Convolutional Neural Networks as a Model of the Visual System: Past, Present, and Future"

50 / 74 papers shown

Title
Conformal Bounds on Full-Reference Image Quality for Imaging Inverse Problems Jeffrey Wen Rizwan Ahmad Philip Schniter 11 0 0 14 May 2025
Higher-Order Convolution Improves Neural Predictivity in the Retina Simone Azeglio Victor Calbiague Garcia Guilhem Glaziou Peter Neri O. Marre U. Ferrari 26 0 0 12 May 2025
Binding threshold units with artificial oscillatory neurons V. Fanaskov Ivan V. Oseledets 47 0 0 06 May 2025
Spectral Analysis of Representational Similarity with Limited Neurons Hyunmo Kang Abdulkadir Canatar SueYeon Chung 59 1 0 27 Feb 2025
Hierarchical Residuals Exploit Brain-Inspired Compositionality F. M. López Jochen Triesch 36 0 0 21 Feb 2025
Dimensions underlying the representational alignment of deep neural networks with humans F. Mahner Lukas Muttenthaler Umut Güçlü M. Hebart 43 4 0 28 Jan 2025
Brain-like emergent properties in deep networks: impact of network architecture, datasets and training Niranjan Rajesh Georgin Jacob SP Arun OOD 61 0 0 25 Nov 2024
Discriminating image representations with principal distortions Jenelle Feather David Lipshutz Sarah E. Harvey Alex H. Williams Eero P. Simoncelli 31 1 0 20 Oct 2024
Neural Circuit Architectural Priors for Quadruped Locomotion Nikhil X. Bhattasali Venkatesh Pattabiraman Lerrel Pinto Grace W. Lindsay 18 1 0 09 Oct 2024
Explicitly Modeling Pre-Cortical Vision with a Neuro-Inspired Front-End Improves CNN Robustness Lucas Piper Arlindo L. Oliveira Tiago Marques 25 1 0 25 Sep 2024
Artificial Human Intelligence: The role of Humans in the Development of Next Generation AI Suayb S. Arslan 23 2 0 24 Sep 2024
pAE: An Efficient Autoencoder Architecture for Modeling the Lateral Geniculate Nucleus by Integrating Feedforward and Feedback Streams in Human Visual System Moslem Gorji Amin Ranjbar M. Menhaj 23 0 0 20 Sep 2024
Explainable Emotion Decoding for Human and Computer Vision Alessio Borriero Martina Milazzo M. Diano Davide Orsenigo Maria Chiara Villa Chiara Di Fazio Marco Tamietto Alan Perotti 23 0 0 01 Aug 2024
SincVAE: a New Approach to Improve Anomaly Detection on EEG Data Using SincNet and Variational Autoencoder A. Pollastro Francesco Isgrò R. Prevete 37 2 0 25 Jun 2024
Learning in Wilson-Cowan model for metapopulation Raffaele Marino L. Buffoni Lorenzo Chicchi F. Patti Diego Febbe Lorenzo Giambagli Duccio Fanelli 31 1 0 24 Jun 2024
Revealing Vision-Language Integration in the Brain with Multimodal Networks Vighnesh Subramaniam C. Conwell Christopher Wang Gabriel Kreiman Boris Katz Ignacio Cases Andrei Barbu 30 8 0 20 Jun 2024
Revealing the Learning Process in Reinforcement Learning Agents Through Attention-Oriented Metrics Charlotte Beylier Simon M. Hofmann Nico Scherf 20 0 0 20 Jun 2024
Face processing emerges from object-trained convolutional neural networks Zhenhua Zhao Ji Chen Zhicheng Lin Haojiang Ying OOD CVBM 45 0 0 29 May 2024
Poisson Variational Autoencoder Hadi Vafaii Dekel Galor Jacob L. Yates DRL 35 2 0 23 May 2024
PhiNets: Brain-inspired Non-contrastive Learning Based on Temporal Prediction Hypothesis Satoki Ishikawa Makoto Yamada Han Bao Yuki Takezawa 55 0 0 23 May 2024
Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning F. Mumuni A. Mumuni AAML 27 5 0 11 Mar 2024
Playing With Neuroscience: Past, Present and Future of Neuroimaging and Games Paolo Burelli Laurits Dixen 16 1 0 06 Mar 2024
Unveiling the Human-like Similarities of Automatic Facial Expression Recognition: An Empirical Exploration through Explainable AI F. X. Gaya-Morey S. Ramis-Guarinos Cristina Manresa-Yee Jose Maria Buades Rubio CVBM 24 3 0 22 Jan 2024
Neither hype nor gloom do DNNs justice Gaurav Malhotra Christian Tsvetkov B. D. Evans 19 117 0 08 Dec 2023
Brain-like Flexible Visual Inference by Harnessing Feedback-Feedforward Alignment Tahereh Toosi Elias B. Issa 14 2 0 31 Oct 2023
Using Human-like Mechanism to Weaken Effect of Pre-training Weight Bias in Face-Recognition Convolutional Neural Network Haojiang Ying Yi-Fan Li Yiyang Chen CVBM 31 0 0 20 Oct 2023
A Spectral Theory of Neural Prediction and Alignment Abdulkadir Canatar J. Feather Albert J. Wakhloo SueYeon Chung OOD 22 13 0 22 Sep 2023
Advanced Computing and Related Applications Leveraging Brain-inspired Spiking Neural Networks Lyuyang Sima Joseph Bucukovski Erwan Carlson Nicole L. Yien 8 1 0 08 Sep 2023
Consciousness in Artificial Intelligence: Insights from the Science of Consciousness Patrick Butlin R. Long Eric Elmoznino Yoshua Bengio Jonathan C. P. Birch ... L. Mudrik Megan A. K. Peters Eric Schwitzgebel Jonathan Simon Rufin VanRullen LLMAG 16 97 0 17 Aug 2023
DLSIA: Deep Learning for Scientific Image Analysis Eric J. Roberts Tanny Chavez Alexander Hexemer Petrus H. Zwart AI4CE 12 3 0 02 Aug 2023
Approximating nonlinear functions with latent boundaries in low-rank excitatory-inhibitory spiking networks William F. Podlaski C. Machens 12 8 0 18 Jul 2023
Brain Captioning: Decoding human brain activity into images and text Matteo Ferrante Furkan Ozcelik T. Boccato R. V. Rullen N. Toschi DiffM 21 26 0 19 May 2023
Building artificial neural circuits for domain-general cognition: a primer on brain-inspired systems-level architecture Jascha Achterberg Danyal Akarca Moataz Assem Moritz P. Heimbach D. Astle John Duncan AI4CE 34 4 0 21 Mar 2023
The challenge of representation learning: Improved accuracy in deep vision models does not come with better predictions of perceptual similarity F. Günther Marco Marelli M. Petilli SSL 13 0 0 13 Mar 2023
Language Cognition and Language Computation -- Human and Machine Language Understanding Shaonan Wang Nai Ding Nan Lin Jiajun Zhang Chengqing Zong 20 2 0 12 Jan 2023
A Study on the Generality of Neural Network Structures for Monocular Depth Estimation Ji-Hoon Bae K. Hwang Sunghoon Im MDE 11 7 0 09 Jan 2023
Semantic Brain Decoding: from fMRI to conceptually similar image reconstruction of visual stimuli Matteo Ferrante T. Boccato N. Toschi DiffM 28 21 0 13 Dec 2022
Leveraging Computer Vision Application in Visual Arts: A Case Study on the Use of Residual Neural Network to Classify and Analyze Baroque Paintings Daniel Kvak 11 0 0 27 Oct 2022
Stochastic Adaptive Activation Function Kyungsu Lee Jaeseung Yang Haeyun Lee J. Y. Hwang 28 3 0 21 Oct 2022
Adaptive patch foraging in deep reinforcement learning agents Nathan J. Wispinski Andrew Butcher K. Mathewson Craig S. Chapman M. Botvinick P. Pilarski 9 8 0 14 Oct 2022
Representation learning for a generalized, quantitative comparison of complex model outputs Colin G. Cess Stacey D. Finley 20 2 0 12 Aug 2022
Learning an Adaptation Function to Assess Image Visual Similarities Olivier Risser-Maroix Amine Marzouki Hala Djeghim Camille Kurtz Nicolas Loménie 16 3 0 03 Jun 2022
Prune and distill: similar reformatting of image information along rat visual cortex and deep neural networks P. Muratore S. Tafazoli Eugenio Piasini A. Laio D. Zoccolan 13 7 0 27 May 2022
High-performance Evolutionary Algorithms for Online Neuron Control Binxu Wang Carlos R. Ponce 21 6 0 14 Apr 2022
Testing the limits of natural language models for predicting human language judgments Tal Golan Matthew Siegelman N. Kriegeskorte Christopher A. Baldassano 22 14 0 07 Apr 2022
Modelling continual learning in humans with Hebbian context gating and exponentially decaying task signals Timo Flesch D. G. Nagy Andrew M. Saxe Christopher Summerfield 26 34 0 22 Mar 2022
Testing the Tools of Systems Neuroscience on Artificial Neural Networks Grace W. Lindsay 9 4 0 14 Feb 2022
Neural Circuit Architectural Priors for Embodied Control Nikhil X. Bhattasali A. Zador Tatiana A. Engel 72 4 0 13 Jan 2022
Benchmarking human visual search computational models in natural scenes: models comparison and reference datasets F. Travi G. Ruarte G. Bujia J. Kamienkowski 11 1 0 10 Dec 2021
Where is Memory Information Stored in the Brain? James S. K. Tee Desmond P. Taylor 6 3 0 10 Dec 2021